“…Modeling students’ academic growth can be challenging, even in relatively ideal situations (Raudenbush, 2001; Rogosa, Brandt, & Zimowski, 1982). The challenges in modeling academic growth are amplified for students with significant cognitive disabilities (SWSCD) who are administered alternate assessments based on alternate achievement standards (AA-AAS; see Karvonen, Flowers, & Wakeman, 2013; Saven, Anderson, Nese, Farley, & Tindal, 2016). These challenges can include missing data, test scaling, small sample sizes, and group heterogeneity.…”